Development of an ensemble of extreme learning machines for 3D medical object segmentation and classification

• المؤلف الرئيسي: Tan, Zu Ming.
• مؤلفون آخرون: Huang Guangbin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: 2012
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/49569
• المؤسسة: Nanyang Technological University

This report presents a semi-automatic approach to segmentation of liver parenchyma from 3D computed tomography (CT) images. More specifically, liver segmentation is formalized as a pattern recognition problem, where a given voxel is to be assigned a correct label - either a liver or a non-liver clas...